Enhancing hull form design for robust efficiency: A data-enhanced simulation-based design approach
Yasuo Ichinose,
Tomoyuk Taniguchi
Abstract:This paper presents a design approach that integrates machine learning techniques with traditional physics based simulations/models to enhance the ship design process with robust efficiency. While generative machine learning methods, which can directly produce design outputs such as the 3D hull form, have the potential to transform the design strategy, ship design inherently involves a decision-making process that requires consensus among stakeholders based on a foundation in physics-based simulations/models. … Show more
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